activity
20162021
most citedStacked adaptive dynamic programming with unknown system model

9 citations · 11 across the 6 of their papers we have counts for

collaborators

7 papers

eess.SY2021★ 1 cited

Synthesis of Lyapunov Functions using Formal Verification

Lukas Munser, Grigory Devadze, Stefan Streif

Recent employments of SMT solvers within the Lyapunov function synthesis provided effective tools for automated construction of Lyapunov functions alongside with sound computer-ass…

eess.SY2021

Formal verification of a controller implementation in fixed-point arithmetic

Lars Flessing, Grigory Devadze, Stefan Streif

For the implementations of controllers on digital processors, certain limitations, e.g. in the instruction set and register length, need to be taken into account, especially for sa…

eess.SY2021

Extraction of a computer-certified ODE solver

Grigory Devadze, Lars Flessing, Stefan Streif

Reliably determining system trajectories is essential in many analysis and control design approaches. To this end, an initial value problem has to be usually solved via numerical a…

eess.SY2020

Prototypical Description and Controller Design for a Set of Systems Using v-gap Based Clustering

Lukas Munser, Arne-Jens Hempel, Grigory Devadze +1

We present an approach to design stabilizing controllers for a set of linear systems without restrictions regarding their modeling order. To this end, the systems are treated as ab…

math.OC2020★ 9 cited

Stacked adaptive dynamic programming with unknown system model

Pavel Osinenko, Thomas Göhrt, Grigory Devadze +1

Adaptive dynamic programming is a collective term for a variety of approaches to infinite-horizon optimal control. Common to all approaches is approximation of the infinite-horizon…

math.OC2020★ 1 cited

Computer-assisted proofs for Lyapunov stability via Sums of Squares certificates and Constructive Analysis

Grigory Devadze, Victor Magron, Stefan Streif

We provide a computer-assisted approach to ensure that a given continuous or discrete-time polynomial system is (asymptotically) stable. Our framework relies on constructive analys…